Market Prediction Intelligence API
Tahlil Plus transforms public market predictions into structured, validated and machine-readable intelligence for fintech platforms, research teams, data products and institutional workflows.
Not signals. Prediction intelligence infrastructure.
Enterprise customers need more than bullish or bearish labels. They need structured prediction records, analyst credibility, validation status, target logic and machine-readable confidence layers.
A verified intelligence layer over public market predictions
We collect analyst content, extract structured predictions with AI, normalize each signal, track price outcomes and build intelligence scores across analysts, symbols and markets.
Market analysis content is collected from public sources.
AI extracts symbol, direction, target, invalidation and timeframe.
Predictions are tracked against market price movement.
Analysts, symbols and markets receive intelligence metrics.
The intelligence layers your product can consume
Use Tahlil Plus as a market-prediction intelligence backend for dashboards, scoring systems, research products, monitoring tools and data workflows.
Prediction Intelligence API
Access structured market predictions extracted from analysts, normalized by asset, direction, target, invalidation, timeframe and validation state.
Analyst Reliability Data
Use verified historical prediction outcomes to understand which analysts perform well by market, symbol, direction and timeframe.
Consensus & Target Intelligence
Integrate active analyst consensus, weighted target prices, confidence levels, target dispersion and forward-looking market exposure.
Built for fintech, research and data products
Enterprise access is designed for teams that want to embed prediction intelligence into their own products or internal decision workflows.
Fintech Platforms
Add verified prediction intelligence, analyst ranking and market consensus layers into trading dashboards, apps and investor tools.
Research Desks
Monitor how public market analysts position across crypto, stocks and forex — with validation history and structured source evidence.
Data Products
License normalized prediction datasets for analytics products, sentiment systems, signal research and market intelligence workflows.
Risk & Monitoring
Track directional exposure, target clustering, invalidation levels and consensus pressure across active public predictions.
Structured records, not vague signals
Each prediction can be consumed as a structured object with market, symbol, direction, price logic, validation, source and analyst intelligence fields.
{
"symbol": "EURUSD",
"market": "forex",
"direction": "bearish",
"publish_price": 1.0852,
"target_price": 1.0740,
"invalidation_price": 1.0920,
"analyst_reliability": 69.72,
"success_rate": 65.76,
"risk_reward_ratio": 1.64,
"validation_status": "checking",
"live_pnl_pct": 0.42,
"target_consensus": {
"weighted_target": 1.0761,
"confidence": "moderate"
}
}Transparent, source-linked and outcome-aware
The system is designed to support explainability: predictions can be traced back to source content, analyst history, validation status and scoring logic.
Source-linked
Predictions are connected to original analyst content where available, including summaries and source references.
Outcome-aware
Signals are not treated equally forever. They are monitored, resolved and separated by validation state.
Score-driven
Analyst and symbol intelligence scores are based on reliability, success, quality, consistency and market context.
Build on top of verified market prediction intelligence.
Request access for API integration, data licensing, research partnerships or custom enterprise intelligence workflows.